


"""simple docstring"""



import copy
from collections import OrderedDict
from typing import Dict, Mapping

from packaging import version

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging
from ..auto import CONFIG_MAPPING


lowercase_							=							logging.get_logger(__name__)

lowercase_							=							{
    'facebook/detr-resnet-50': 'https://huggingface.co/facebook/detr-resnet-50/resolve/main/config.json',
    # See all DETR models at https://huggingface.co/models?filter=detr
}







class    __a						( __snake_case							):
				lowerCamelCase     :       Dict			       ='detr'
				lowerCamelCase     :       Union[str, Any]			       =['past_key_values']
				lowerCamelCase     :       Tuple			       ={
				    'hidden_size': 'd_model',
				    'num_attention_heads': 'encoder_attention_heads',
				}







				def __init__( self      ,	UpperCAmelCase=True      ,	UpperCAmelCase=None      ,	UpperCAmelCase=3      ,	UpperCAmelCase=100      ,	UpperCAmelCase=6      ,	UpperCAmelCase=2048      ,	UpperCAmelCase=8      ,	UpperCAmelCase=6      ,	UpperCAmelCase=2048      ,	UpperCAmelCase=8      ,	UpperCAmelCase=0.0      ,	UpperCAmelCase=0.0      ,	UpperCAmelCase=True      ,	UpperCAmelCase="relu"      ,	UpperCAmelCase=256      ,	UpperCAmelCase=0.1      ,	UpperCAmelCase=0.0      ,	UpperCAmelCase=0.0      ,	UpperCAmelCase=0.0_2      ,	UpperCAmelCase=1.0      ,	UpperCAmelCase=False      ,	UpperCAmelCase="sine"      ,	UpperCAmelCase="resnet50"      ,	UpperCAmelCase=True      ,	UpperCAmelCase=False      ,	UpperCAmelCase=1      ,	UpperCAmelCase=5      ,	UpperCAmelCase=2      ,	UpperCAmelCase=1      ,	UpperCAmelCase=1      ,	UpperCAmelCase=5      ,	UpperCAmelCase=2      ,	UpperCAmelCase=0.1      ,	**UpperCAmelCase      ,	):

					'''simple docstring'''






					if backbone_config is not None and use_timm_backbone:
						raise ValueError('''You can\'t specify both `backbone_config` and `use_timm_backbone`.'''   )

					if not use_timm_backbone:
						if backbone_config is None:
							logger.info('''`backbone_config` is `None`. Initializing the config with the default `ResNet` backbone.'''   )
							lowerCAmelCase_      							=			CONFIG_MAPPING['''resnet'''](out_features=['''stage4''']   )
						elif isinstance(UpperCAmelCase      ,	UpperCAmelCase   ):
							lowerCAmelCase_      							=			backbone_config.get('''model_type'''   )
							lowerCAmelCase_      							=			CONFIG_MAPPING[backbone_model_type]
							lowerCAmelCase_      							=			config_class.from_dict(UpperCAmelCase   )
						# set timm attributes to None
						lowerCAmelCase_							,	lowerCAmelCase_							,	lowerCAmelCase_      							=			None, None, None

					lowerCAmelCase_      							=			use_timm_backbone
					lowerCAmelCase_      							=			backbone_config
					lowerCAmelCase_      							=			num_channels
					lowerCAmelCase_      							=			num_queries
					lowerCAmelCase_      							=			d_model
					lowerCAmelCase_      							=			encoder_ffn_dim
					lowerCAmelCase_      							=			encoder_layers
					lowerCAmelCase_      							=			encoder_attention_heads
					lowerCAmelCase_      							=			decoder_ffn_dim
					lowerCAmelCase_      							=			decoder_layers
					lowerCAmelCase_      							=			decoder_attention_heads
					lowerCAmelCase_      							=			dropout
					lowerCAmelCase_      							=			attention_dropout
					lowerCAmelCase_      							=			activation_dropout
					lowerCAmelCase_      							=			activation_function
					lowerCAmelCase_      							=			init_std
					lowerCAmelCase_      							=			init_xavier_std
					lowerCAmelCase_      							=			encoder_layerdrop
					lowerCAmelCase_      							=			decoder_layerdrop
					lowerCAmelCase_      							=			encoder_layers
					lowerCAmelCase_      							=			auxiliary_loss
					lowerCAmelCase_      							=			position_embedding_type
					lowerCAmelCase_      							=			backbone
					lowerCAmelCase_      							=			use_pretrained_backbone
					lowerCAmelCase_      							=			dilation
					# Hungarian matcher
					lowerCAmelCase_      							=			class_cost
					lowerCAmelCase_      							=			bbox_cost
					lowerCAmelCase_      							=			giou_cost
					# Loss coefficients
					lowerCAmelCase_      							=			mask_loss_coefficient
					lowerCAmelCase_      							=			dice_loss_coefficient
					lowerCAmelCase_      							=			bbox_loss_coefficient
					lowerCAmelCase_      							=			giou_loss_coefficient
					lowerCAmelCase_      							=			eos_coefficient
					super().__init__(is_encoder_decoder=UpperCAmelCase      ,	**UpperCAmelCase   )







				@property
				def      lowerCamelCase_     ( self   ):

					'''simple docstring'''






					return self.encoder_attention_heads







				@property
				def      lowerCamelCase_     ( self   ):

					'''simple docstring'''






					return self.d_model







				@classmethod
				def      lowerCamelCase_     ( cls      ,	UpperCAmelCase      ,	**UpperCAmelCase   ):

					'''simple docstring'''






					return cls(backbone_config=UpperCAmelCase      ,	**UpperCAmelCase   )







				def      lowerCamelCase_     ( self   ):

					'''simple docstring'''






					lowerCAmelCase_      							=			copy.deepcopy(self.__dict__   )
					if output["backbone_config"] is not None:
						lowerCAmelCase_      							=			self.backbone_config.to_dict()
					lowerCAmelCase_      							=			self.__class__.model_type
					return output







class    __a						( __snake_case							):
				lowerCamelCase     :       List[str]			       =version.parse('1.11'							)







				@property
				def      lowerCamelCase_     ( self   ):

					'''simple docstring'''






					return OrderedDict(
					    [
					        ('''pixel_values''', {0: '''batch''', 1: '''num_channels''', 2: '''height''', 3: '''width'''}),
					        ('''pixel_mask''', {0: '''batch'''}),
					    ]   )







				@property
				def      lowerCamelCase_     ( self   ):

					'''simple docstring'''






					return 1E-5







				@property
				def      lowerCamelCase_     ( self   ):

					'''simple docstring'''






					return 12



"""simple docstring"""



from diffusers.utils.testing_utils import require_onnxruntime







@require_onnxruntime
class    __a						:
				pass